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Theia Vogel

AI researcher at ACS Research

LinkedIn

Sketches 2x2 taxonomy of alignment targets sorting models by controllability and value alignment.

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Oct 2025 — Oct 2026
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Theia Vogel as author

Why Do LLMs Freak Out Over the Seahorse Emoji?
vgel.meresearchneutralOct 7, 2025

Large language models consistently hallucinate a non-existent seahorse emoji and exhibit erratic behavior when attempting to produce it, revealing interpretability insights about how LLMs handle false latent beliefs.

“Author of "Why Do LLMs Freak Out Over the Seahorse Emoji?"”

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Referenced in coverage

Humans on AI, October 23rd 2026
Paradigm 3negativeOct 23, 2026

“Sketches 2x2 taxonomy of alignment targets sorting models by controllability and value alignment.”